78 citations · 230 across the 45 of their papers we have counts for
3 papers · 1 filter
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals
Yulin Shao, Yucheng Cai, Taotao Wang +4
We consider the problem of autonomous channel access (AutoCA), where a group of terminals tries to discover a communication strategy with an access point (AP) via a common wireless…
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation
Yulin Shao, Soung Chang Liew, Deniz Gunduz
Deep neural networks (DNNs) with noisy weights, which we refer to as noisy neural networks (NoisyNNs), arise from the training and inference of DNNs in the presence of noise. Noisy…
AlphaSeq: Sequence Discovery with Deep Reinforcement Learning
Yulin Shao, Soung Chang Liew, Taotao Wang
Sequences play an important role in many applications and systems. Discovering sequences with desired properties has long been an interesting intellectual pursuit. This paper puts…